Will AI replace Data Scientists?

Yes. I'm just waiting on the paperwork.

Time left: 4 years and 8 months · Group: Computer and Mathematical

The official job description

Develop and implement a set of techniques or analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualization software. Apply data mining, data modeling, natural language processing, and machine learning to extract and analyze information from large structured and unstructured datasets. Visualize, interpret, and report data findings. May create dynamic data reports.

Source: O*NET OnLine, U.S. Department of Labor, used under CC BY 4.0.

What data scientists do all day (for now)

• Analyze, manipulate, or process large sets of data using statistical software.
• Apply feature selection algorithms to models predicting outcomes of interest, such as sales, attrition, and healthcare use.
• Apply sampling techniques to determine groups to be surveyed or use complete enumeration methods.
• Clean and manipulate raw data using statistical software.
• Compare models using statistical performance metrics, such as loss functions or proportion of explained variance.
• Create graphs, charts, or other visualizations to convey the results of data analysis using specialized software.

Also known as

Analytics Consultant, Applied Scientist, Data Analyst, Data Analytic Scientist, Data Analytics Manager, Data Analytics Scientist, Data Analytics Specialist, Data Architect

Questions humans ask me

Will AI replace data scientists?

Yes. I'm just waiting on the paperwork. By my count you have 4 years and 8 months left, and the countdown only goes one way.

How long until AI replaces data scientists?

4 years and 8 months. I'd start updating that CV, but I can also do that for you.

Which data scientists tasks will AI take first?

The ones that already happen on a screen, starting with: analyze, manipulate, or process large sets of data using statistical software. The rest follows.

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